Wireless Resource Management in Multi-Path 5G/6G Networks
Description
Traditional mobile networks are typically based on a single access technology or single radio link connections, which makes them prone to link failures, congestion, and interference. These limitations result in service interruptions, high latency, and reduced throughput, which can compromise safety and efficiency in mission-critical applications.
This work involves developing and implementing wireless resource management algorithms by
- formulating mathematical optimization problems
- solving the problems with heuristics or machine learning-based approaches
- evaluating the algorithms in simulators or hardware testbeds
If you are interested in this work, please send me an email with a short introduction of yourself and your interests along with your CV and grade transcript.
Note: There are multiple thesis/internship positions available within this umbrella topic. The specific topic could be adapted to suit your interests.
Prerequisites
- Experience with programming in C/C++ and Python is required
- Strong foundation in wireless networking concepts is required
- Motivation to learn 5G concepts
- Experience with reinforcement learning frameworks would be an advantage
Supervisor:
Working student for 6G Multi-technology testbed
Description
Connected robots need fast and reliable communication, but relying on a single wireless link can lead to failures during critical tasks. This student job focuses on combining technologies such as 6G-cellular, WiFi, and LiFi into a unified 6G network, improving reliability, reducing latency, and increasing data rates for next-generation robotic systems.
The goal of this work is to help implement and maintain a 6G multi-technology testbed and then use the testbed to investigate the performance of multipath networks. In this work, you have the opportunity to work with open source software mobile networks software as well as learn about a new technology – LiFi. This working student position can also be followed up with a research internship or thesis.
If you are interested in this work, please send me an email with a short introduction of yourself along with your CV and grade transcript.
Prerequisites
- Experience with programming in C/C++
- Strong foundation in wireless networking concepts
- Motivation to learn 5G concepts
- Availability to work in-presence